Description: 一种基于蚁群算法的聚类组合方法，具体可以查看里面书的内容。-ant colony algorithm based on the combination of clustering methods, the specific can view the contents inside. Platform: |
Size: 141312 |
Author:徐高波 |
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Description: 一种基于蚁群聚类的径向基神经网络
提出了一种基于蚁群聚类算法的径向基神经网络. 利用蚁群算法的并行寻优特征和挥发系
数方法的自适应更改信息量的能力,并以球面聚类的方式确定了径向基神经网络中基函数的位置,
同时通过比较隐层神经元的相似性、合并相似性较为接近的2 个神经元来约简隐含层的神经元,以
达到简化径向基神经网络结构的目的. 实验比较了几种不同聚类算法的径向基神经网络,结果表
明,所提神经网络的整体训练时间至少可缩短40 ％ ,学习的准确率可提高1 ％以上,而且网络结构
更加精简.-An Ant clustering RBFNN presents a clustering algorithm based on the ant colony RBFN Liaison. Ant use the parallel algorithm optimization features and volatile coefficient method of adaptive changes in the volume of information, spherical cluster and the method of RBF neural network-based functions of the position, By comparing the same time hidden layer neurons of similarity, Merger similarity is closer to the two neurons to Jane about the hidden layer neurons, to achieve simplification RBF neural network structure purposes. Experimental comparison of several different clustering algorithm RBF neural network, The results show that the neural network's overall training time can be shortened at least 40%. Learning the accuracy rate can be increased by 1%, and the network is more streaml Platform: |
Size: 291840 |
Author:zhxj |
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Description: 蚁群聚类算法及其源码
蚁群聚类算法及其源码-Ant Colony Clustering Algorithm and its source and its source code ant colony clustering algorithm Platform: |
Size: 3072 |
Author: |
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Description: 蚁群算法的应用描述，借鉴以为师兄的博士毕业论文-Application of ant colony algorithm description, from a doctoral thesis that师兄 Platform: |
Size: 180224 |
Author:wu |
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Description: 本论文围绕蚁群算法的理论及其应用，就如何解决非线性整数规划问题、连续性伏化问题、聚类问题、与其它算法混合以及收敛性进行了较为深入、系统的研究。
-In this paper, the theory surrounding the ant colony algorithm and its application on how to solve the nonlinear integer programming problem, the issue of continuity of V, clustering problems, mixed with other algorithms, as well as convergence in more depth, systematic study. Platform: |
Size: 5346304 |
Author:高阳 |
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Description: 关于蚁群聚类算法的matlab实现，对于初学者是很有帮助的呀～～ -On the ant colony clustering algorithm matlab realize, for beginners it is helpful ~ ~ Platform: |
Size: 3072 |
Author:朱睿 |
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Description: 这是一个蚁群算法的蚂蚁聚类的程序，大家可以仔细研究一下，可能对你有用。-This is an ant colony algorithm Ant clustering procedure, we can look at, may be useful to you. Platform: |
Size: 808960 |
Author:陆华兴 |
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Description: 蚁群聚类算法,用于计算数据聚类的程序,还未实验效果-Ant colony clustering algorithm, used to calculate the data clustering procedure, yet the experimental effect Platform: |
Size: 98304 |
Author:张飞舞 |
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Description: 文中设计了一个3层径向基神经网络(RBFN)用于对企业的5项评价指标进行聚类分析，并与蚁群算法做了比较分析。RBFN由输入层
到隐含层采用传统的K一均值算法，隐含层到输出层通过“模2递减”学习速率的BP学习；蚁群算法根据信息素的分配能够自动调整收索
路径，从而达到数据自动聚类的目的。结果表明，与蚁群算法相比，改进RBFN具有快速收敛、自动识别奇异样本的优点，而蚁群算法
无须教师学习，并能够达到全局最优。-In this paper, we designed a 3-layer RBF neural network (RBFN) for the 5-to-business evaluation indicators cluster analysis and ant colony algorithm has done a comparative analysis. RBFN from input layer to hidden layer using the traditional K-means algorithm, hidden layer to output layer through the Mode 2 decreasing learning rate of BP learning ant colony algorithm based on pheromone can automatically adjust the allocation of land Faso path, thereby to achieve the purpose of automatic data clustering. The results showed that compared with the ant colony algorithm to improve the RBFN has a fast convergence, automatic identification of singular advantage of the sample, while the ant colony algorithm do not need teachers to learn and be able to reach the global optimum. Platform: |
Size: 165888 |
Author:luhui |
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Description: 基于MATLAB蚁群算法LF解决聚类问题源程序代码，包括文档与论文-MATLAB-based ant colony algorithm to solve clustering problem LF source code, including documents and papers Platform: |
Size: 334848 |
Author:zangtianlei |
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Description: JAVA实现的基本蚁群算法源程序，可以选择地图，可以设置一些参数，有图形输出-JAVA realization of the basic ant colony algorithm source code, you can choose the map, you can set some parameters, there are graphics output Platform: |
Size: 48128 |
Author:hrbeu |
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Description: 该程序是我毕业设计时候做的，是运用蚁群聚类算法进行图像分割的程序，针对普通图像跟MRI图像进行处理，效果不错！-The program is designed to graduate when I do, is to use ant colony clustering algorithm for image segmentation procedure, for the ordinary image processing with the MRI images, good results! Platform: |
Size: 530432 |
Author:成林 |
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Description: 蚁群聚类算法及其源码。是蚁群算法跟聚类算法的结合，启发式搜索社团结构。-Ant colony clustering algorithm and its source code. Ant colony algorithm with the clustering algorithm is a combination of heuristic search community structure. Platform: |
Size: 3072 |
Author:刘长棕 |
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Description: 蚁群算法和聚类算法的经典结合，主要用于聚类中，改算法中是演示的-Ant colony algorithm and the classic combination of clustering algorithm, mainly used for clustering, change the algorithm is demonstrated Platform: |
Size: 150528 |
Author:张俊 |
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Description: 描述基于蚁群算法的聚类组合算法，及其应用简介-Describe the combination of clustering based on ant colony algorithm and its application profile Platform: |
Size: 123904 |
Author:张俊 |
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Description: A fault identification with fuzzy C-Mean clustering
algorithm based on improved ant colony algorithm (ACA) is
presented to avoid local optimization in iterative process of
fuzzy C-Mean (FCM) clustering algorithm and the difficulty in
fault classification. In the algorithm, the problem of fault
identification is translated to a constrained optimized
clustering problem. Using heuristic search of colony can find
good solutions. And according to the information content of
cluster center, it could merger surrounding data together to
cause clustering identification. The algorithm may identify
fuzzy clustering numbers and initial clustering center. It can
also prevent data classification from causing some errors.
Thus, applying in fault diagnosis shows validity of computing
and credibility of identification results. Platform: |
Size: 273408 |
Author:rishi |
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Description: 用于蚁群算法的聚类，可以直接打开进行聚类操作，文件夹中给出了原始数据和代码(Ant colony algorithm is used in clustering, clustering can directly open for operation, folder raw data and code are given) Platform: |
Size: 261120 |
Author:瑞琪 |
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Search - ant colony algorithm clustering